cnn-numpy

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Repo for ML Models built from scratch such as Self-Attention, Linear +Logistic Regression, PCA, LDA. CNN, LSTM, Neural Networks using Numpy only

model numpy ml cnn scratch base scratch-implementation self-attention cnn-numpy lstm-numpy

numpy cnn numpy-cnn cnn-numpy

Lab assignments including the implementation of convolutional neural network from scratch using numpy only

This is the final project of SJTU EI339, 2020 Autumn. This project includes some basic layers of CNN implemented by numpy.

sjtu cnn-numpy ei339

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